AI & ML

An advanced integrated MCP server platform that combines 600+ tools and multiple biomedical databases to enable comprehensive information retrieval across molecules, proteins, genes, and diseases for accelerating therapeutic research.

An MCP server that provides shell command execution and OpenAI Whisper transcription capabilities for audio files.

A Model Context Protocol server that enables searching for camping facilities and recreational areas using Recreation.gov's API and Google Maps Geocoding.

A command-based MCP server that enables programmatic stock trading on Zerodha through natural language interfaces like Claude, allowing users to buy and sell stocks via API calls.

A Model Context Protocol server that enables AI assistants to interact with Vertica databases through SQL queries, schema inspection, database documentation, and data export capabilities.

Connects Blender to Claude AI through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, and manipulation through natural language commands.

A Model Context Protocol server that provides real-time weather data to AI clients through Server-Sent Events, enabling them to fetch current weather conditions, multi-day forecasts, and location-based weather information.

A lightweight HTTP module that enables scraping visible text from any publicly accessible webpage, integrating directly with VS Code's MCP system.

This project creates a middleware server that connects to Interactive Brokers Gateway and exposes its functionality through the FastMCP framework. This allows LLMs like Claude to interact with your IB account, retrieve portfolio information, and potentially execute trades.

A system that manages person records through natural Turkish language commands processed by an AI Agent, connecting to an Express+PostgreSQL MCP server for CRUD operations.

Implements a Model Context Protocol server that enables streaming communication between Azure OpenAI GPT-4o and tool services, allowing for real-time intelligent tool usage via Server-Sent Events.

MCP server for Polar Signals Cloud continuous profiling platform, enabling AI assistants to analyze CPU performance, memory usage, and identify optimization opportunities in production systems.

A scalable, auto-discovering Model Context Protocol server that dynamically loads tools from the tools directory, enabling LLMs to access various capabilities through a standardized interface.

This server provides database access capabilities to Claude, supporting SQLite, SQL Server, PostgreSQL, and MySQL databases.

An MCP service that automatically generates and manages rule files for Trae AI projects, allowing users to create, read, update, and customize project rules based on project type and features.

A mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.

Provides Claude with access to Microsoft Outlook through the Microsoft Graph API, enabling management of emails, calendar events, and folders across multiple accounts.

A Model Context Protocol (MCP) server that provides persistent memory capabilities using OpenAI's vector stores, allowing AI assistants to save and search through memories across conversations.

Enables AI assistants to access real-time US weather forecasts and alerts through the National Weather Service API.

Manages advertisements across multiple platforms including Facebook, Google, and TikTok with a unified interface for campaign performance monitoring and status management.

A Model Context Protocol server for coordinating multiple parallel agents working on the same project within an IDE, managing projects, tasks, todo items, and file locking to enable safe concurrent development.

A Model Context Protocol server providing read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only SQL queries.

Enables managing AI meeting bots that can join, record, transcribe meetings, speak, send messages, and display media across platforms like Zoom, Google Meet, and Microsoft Teams.

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually tuned models.

Topaz Labs MCP server — AI image enhancement for LLMs

A Model Context Protocol server that enables interaction with the Gmail API through natural language, auto-generated using AG2's MCP builder.

This is an auto-generated Model Context Protocol server that enables interaction with Gmail API, allowing applications to access and manipulate Gmail data through structured operations defined in the OpenAPI specification.

This is an MCP server that enables agents to record, search, and retrieve memos using LowDB as a lightweight local database.

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

A server implementation that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and API operations including retrieving, creating, updating, and deleting records.